Concepedia

Matrix Multiplication

Matrix Multiplication is a computational operation in linear algebra that belongs to the class of binary operations on arrays, distinguished by its specific rule of computing each element of the resulting matrix as the dot product of corresponding rows and columns from two input matrices, and serves as a foundational method in GPU computing for accelerating high-throughput parallel computations.

3.1K

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197.9K

Citations

6.9K

Authors

1.5K

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Publications per year

2017–2026

927

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Publications

3.1K

The NumPy Array: A Structure for Efficient Numerical Computation

Stéfan van der Walt, Steven C. Colbert, Gaël Varoquaux · Computing in Science & Engineering · 2011 · 11.1K citations · Full text

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Matrix multiplication via arithmetic progressions

Don Coppersmith, S. Winograd · Journal of Symbolic Computation · 1990 · 2.3K citations

, , +14

Embedding Entities and Relations for Learning and Inference in Knowledge Bases

arXiv (Cornell University) · 2014 · 2.1K citations · Full text

, , +16

EIE

Song Han, Xingyu Liu, Huizi Mao et al. · ACM SIGARCH Computer Architecture News · 2016 · 2K citations

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A set of level 3 basic linear algebra subprograms

Jack Dongarra, Jeremy Du Croz, Sven Hammarling et al. · ACM Transactions on Mathematical Software · 1990 · 1.8K citations · Full text

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Authors

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  1. JD
    Jack Dongarra

    University of Tennessee at Knoxville, United States

    44 publications · 6.3K citations

    28

    h-index

  2. JD
    James Demmel

    University of California, Berkeley, United States

    33 publications · 3.4K citations

    27

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  3. VK
    Viktor K. Prasanna

    University of Southern California, United States

    26 publications · 1.5K citations

    21

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  4. RA
    Robert A. Geijn

    The University of Texas at Austin, United States

    23 publications · 2.5K citations

    19

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  5. PS
    P. Sadayappan

    The Ohio State University, United States

    29 publications · 1.3K citations

    18

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Institutions

1.5K

  1. University of California, Berkeley

    Berkeley, United States

    41 h-index

    196 publications

    18.2K citations

  2. Stanford University

    Stanford, United States

    36 h-index

    135 publications

    39.7K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    31 h-index

    115 publications

    6.1K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    29 h-index

    99 publications

    8.7K citations

  5. The University of Texas at Austin

    Austin, United States

    28 h-index

    107 publications

    8.1K citations

  6. University of Southern California

    Los Angeles, United States

    28 h-index

    97 publications

    6.7K citations

  7. The Ohio State University

    Columbus, United States

    27 h-index

    141 publications

    6.9K citations

  8. Georgia Institute of Technology

    Atlanta, United States

    27 h-index

    139 publications

    7.9K citations

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  1. IEEE Transactions on Computers

    79 publications · 5.9K citations

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  2. arXiv (Cornell University)

    Repository · 122 publications · 6.7K citations

    31

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  3. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 58 publications · 3.4K citations

    30

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  4. SIAM Journal on Computing

    33 publications · 4.3K citations

    29

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  5. ACM Transactions on Mathematical Software

    TOMS · 43 publications · 6.6K citations

    27

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